Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Graph Neural Networks Open Source Projects

Open source projects categorized as Graph Neural Networks
Categories > Graph Neural Networks
Pna ⭐ 269
Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric
most recent commit 2 years ago
Mtad Gat Pytorch ⭐ 265
PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).
most recent commit 4 months ago
Step ⭐ 262
Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.
most recent commit 5 months ago
Pyneuralogic ⭐ 261
PyNeuraLogic lets you use Python to create Differentiable Logic Programs
total releases 44most recent commit 4 months ago
Torch Quiver ⭐ 256
PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.
total releases 7most recent commit 9 months ago
Sgcn ⭐ 253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
most recent commit a year ago
Programl ⭐ 253
A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations
total releases 4most recent commit a year ago
Graphmae ⭐ 253
GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22
most recent commit a year ago
Nodeformer ⭐ 244
The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"
most recent commit 3 months ago
Gtrick ⭐ 243
Bag of Tricks for Graph Neural Networks.
total releases 2most recent commit 7 months ago
Person Reid 3d ⭐ 243
TNNLS'22 🗽 Parameter-Efficient Person Re-identification in the 3D Space 🗽
most recent commit a year ago
Ai Competition Collections ⭐ 242
AI比赛经验帖子 & 训练和测试技巧帖子 集锦（收集整理各种人工智能比赛经验帖）
most recent commit 4 months ago
Awesome Gnn Systems ⭐ 240
A list of awesome GNN systems.
most recent commit 4 months ago
Graph Data Augmentation Papers ⭐ 234
A curated list of graph data augmentation papers.
most recent commit 7 months ago
Oanet ⭐ 231
Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"
most recent commit a year ago
Molecule Generation ⭐ 229
Implementation of MoLeR: a generative model of molecular graphs which supports scaffold-constrained generation
total releases 4most recent commit 4 months ago
Diffsbdd ⭐ 227
A Euclidean diffusion model for structure-based drug design.
most recent commit 8 months ago
Zincbase ⭐ 226
A batteries-included kit for knowledge graphs
total releases 27most recent commit 4 years ago
Awesome Federated Learning On Graph And Gnn Papers ⭐ 225
Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
most recent commit a year ago
Graph Matching Networks ⭐ 223
PyTorch implementation of Graph Matching Networks, e.g., Graph Matching with Bi-level Noisy Correspondence (ICCV 2023), Graph Matching Networks for Learning the Similarity of Graph Structured Objects (ICML 2019).
most recent commit 9 months ago
Pro Gnn ⭐ 213
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
most recent commit a year ago
Graph Neural Pde ⭐ 212
Graph Neural PDEs
most recent commit 2 years ago
Geodiff ⭐ 211
Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).
most recent commit a year ago
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.